| 12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989910010110210310410510610710810911011111211311411511611711811912012112212312412512612712812913013113213313413513613713813914014114214314414514614714814915015115215315415515615715815916016116216316416516616716816917017117217317417517617717817918018118218318418518618718818919019119219319419519619719819920020120220320420520620720820921021121221321421521621721821922022122222322422522622722822923023123223323423523623723823924024124224324424524624724824925025125225325425525625725825926026126226326426526626726826927027127227327427527627727827928028128228328428528628728828929029129229329429529629729829930030130230330430530630730830931031131231331431531631731831932032132232332432532632732832933033133233333433533633733833934034134234334434534634734834935035135235335435535635735835936036136236336436536636736836937037137237337437537637737837938038138238338438538638738838939039139239339439539639739839940040140240340440540640740840941041141241341441541641741841942042142242342442542642742842943043143243343443543643743843944044144244344444544644744844945045145245345445545645745845946046146246346446546646746846947047147247347447547647747847948048148248348448548648748848949049149249349449549649749849950050150250350450550650750850951051151251351451551651751851952052152252352452552652752852953053153253353453553653753853954054154254354454554654754854955055155255355455555655755855956056156256356456556656756856957057157257357457557657757857958058158258358458558658758858959059159259359459559659759859960060160260360460560660760860961061161261361461561661761861962062162262362462562662762862963063163263363463563663763863964064164264364464564664764864965065165265365465565665765865966066166266366466566666766866967067167267367467567667767867968068168268368468568668768868969069169269369469569669769869970070170270370470570670770870971071171271371471571671771871972072172272372472572672772872973073173273373473573673773873974074174274374474574674774874975075175275375475575675775875976076176276376476576676776876977077177277377477577677777877978078178278378478578678778878979079179279379479579679779879980080180280380480580680780880981081181281381481581681781881982082182282382482582682782882983083183283383483583683783883984084184284384484584684784884985085185285385485585685785885986086186286386486586686786886987087187287387487587687787887988088188288388488588688788888989089189289389489589689789889990090190290390490590690790890991091191291391491591691791891992092192292392492592692792892993093193293393493593693793893994094194294394494594694794894995095195295395495595695795895996096196296396496596696796896997097197297397497597697797897998098198298398498598698798898999099199299399499599699799899910001001100210031004100510061007100810091010101110121013101410151016101710181019102010211022102310241025102610271028102910301031103210331034103510361037103810391040104110421043104410451046104710481049105010511052 |
- import Combine
- import CoreData
- import Foundation
- import JavaScriptCore
- final class OpenAPS {
- private let jsWorker = JavaScriptWorker()
- private let processQueue = DispatchQueue(label: "OpenAPS.processQueue", qos: .utility)
- private let storage: FileStorage
- let context = CoreDataStack.shared.newTaskContext()
- let jsonConverter = JSONConverter()
- init(storage: FileStorage) {
- self.storage = storage
- }
- static let dateFormatter: ISO8601DateFormatter = {
- let formatter = ISO8601DateFormatter()
- formatter.formatOptions = [.withInternetDateTime, .withFractionalSeconds]
- return formatter
- }()
- // Helper function to convert a Decimal? to NSDecimalNumber?
- func decimalToNSDecimalNumber(_ value: Decimal?) -> NSDecimalNumber? {
- guard let value = value else { return nil }
- return NSDecimalNumber(decimal: value)
- }
- // Use the helper function for cleaner code
- func processDetermination(_ determination: Determination) async {
- await context.perform {
- let newOrefDetermination = OrefDetermination(context: self.context)
- newOrefDetermination.id = UUID()
- newOrefDetermination.totalDailyDose = self.decimalToNSDecimalNumber(determination.tdd)
- newOrefDetermination.insulinSensitivity = self.decimalToNSDecimalNumber(determination.isf)
- newOrefDetermination.currentTarget = self.decimalToNSDecimalNumber(determination.current_target)
- newOrefDetermination.eventualBG = determination.eventualBG.map(NSDecimalNumber.init)
- newOrefDetermination.deliverAt = determination.deliverAt
- newOrefDetermination.insulinForManualBolus = self.decimalToNSDecimalNumber(determination.insulinForManualBolus)
- newOrefDetermination.carbRatio = self.decimalToNSDecimalNumber(determination.carbRatio)
- newOrefDetermination.glucose = self.decimalToNSDecimalNumber(determination.bg)
- newOrefDetermination.reservoir = self.decimalToNSDecimalNumber(determination.reservoir)
- newOrefDetermination.insulinReq = self.decimalToNSDecimalNumber(determination.insulinReq)
- newOrefDetermination.temp = determination.temp?.rawValue ?? "absolute"
- newOrefDetermination.rate = self.decimalToNSDecimalNumber(determination.rate)
- newOrefDetermination.reason = determination.reason
- newOrefDetermination.duration = self.decimalToNSDecimalNumber(determination.duration)
- newOrefDetermination.iob = self.decimalToNSDecimalNumber(determination.iob)
- newOrefDetermination.threshold = self.decimalToNSDecimalNumber(determination.threshold)
- newOrefDetermination.minDelta = self.decimalToNSDecimalNumber(determination.minDelta)
- newOrefDetermination.sensitivityRatio = self.decimalToNSDecimalNumber(determination.sensitivityRatio)
- newOrefDetermination.expectedDelta = self.decimalToNSDecimalNumber(determination.expectedDelta)
- newOrefDetermination.cob = Int16(Int(determination.cob ?? 0))
- newOrefDetermination.manualBolusErrorString = self.decimalToNSDecimalNumber(determination.manualBolusErrorString)
- newOrefDetermination.tempBasal = determination.insulin?.temp_basal.map { NSDecimalNumber(decimal: $0) }
- newOrefDetermination.scheduledBasal = determination.insulin?.scheduled_basal.map { NSDecimalNumber(decimal: $0) }
- newOrefDetermination.bolus = determination.insulin?.bolus.map { NSDecimalNumber(decimal: $0) }
- newOrefDetermination.smbToDeliver = determination.units.map { NSDecimalNumber(decimal: $0) }
- newOrefDetermination.carbsRequired = Int16(Int(determination.carbsReq ?? 0))
- newOrefDetermination.isUploadedToNS = false
- if let predictions = determination.predictions {
- ["iob": predictions.iob, "zt": predictions.zt, "cob": predictions.cob, "uam": predictions.uam]
- .forEach { type, values in
- if let values = values {
- let forecast = Forecast(context: self.context)
- forecast.id = UUID()
- forecast.type = type
- forecast.date = Date()
- forecast.orefDetermination = newOrefDetermination
- for (index, value) in values.enumerated() {
- let forecastValue = ForecastValue(context: self.context)
- forecastValue.index = Int32(index)
- forecastValue.value = Int32(value)
- forecast.addToForecastValues(forecastValue)
- }
- newOrefDetermination.addToForecasts(forecast)
- }
- }
- }
- }
- // First save the current Determination to Core Data
- await attemptToSaveContext()
- // After that check for changes in iob and cob and if there are any post a custom Notification
- /// this is currently used to update Live Activity so that it stays up to date and not one loop cycle behind
- await checkForCobIobUpdate(determination)
- }
- func checkForCobIobUpdate(_ determination: Determination) async {
- let results = await CoreDataStack.shared.fetchEntitiesAsync(
- ofType: OrefDetermination.self,
- onContext: context,
- predicate: NSPredicate.predicateFor30MinAgoForDetermination,
- key: "deliverAt",
- ascending: false,
- fetchLimit: 2
- )
- guard let previousDeterminations = results as? [OrefDetermination] else {
- return
- }
- // We need to get the second last Determination for this comparison because we have saved the current Determination already to Core Data
- if let previousDetermination = previousDeterminations.dropFirst().first {
- let iobChanged = previousDetermination.iob != decimalToNSDecimalNumber(determination.iob)
- let cobChanged = previousDetermination.cob != Int16(Int(determination.cob ?? 0))
- if iobChanged || cobChanged {
- Foundation.NotificationCenter.default.post(name: .didUpdateCobIob, object: nil)
- }
- }
- }
- func attemptToSaveContext() async {
- await context.perform {
- do {
- guard self.context.hasChanges else { return }
- try self.context.save()
- } catch {
- debugPrint("\(DebuggingIdentifiers.failed) \(#file) \(#function) Failed to save Determination to Core Data")
- }
- }
- }
- // fetch glucose to pass it to the meal function and to determine basal
- private func fetchAndProcessGlucose() async -> String {
- let results = await CoreDataStack.shared.fetchEntitiesAsync(
- ofType: GlucoseStored.self,
- onContext: context,
- predicate: NSPredicate.predicateForOneDayAgoInMinutes,
- key: "date",
- ascending: false,
- fetchLimit: 72,
- batchSize: 24
- )
- guard let glucoseResults = results as? [GlucoseStored] else {
- return ""
- }
- return await context.perform {
- // convert to JSON
- return self.jsonConverter.convertToJSON(glucoseResults)
- }
- }
- private func fetchAndProcessCarbs(additionalCarbs: Decimal? = nil) async -> String {
- let results = await CoreDataStack.shared.fetchEntitiesAsync(
- ofType: CarbEntryStored.self,
- onContext: context,
- predicate: NSPredicate.predicateForOneDayAgo,
- key: "date",
- ascending: false
- )
- guard let carbResults = results as? [CarbEntryStored] else {
- return ""
- }
- let json = await context.perform {
- var jsonArray = self.jsonConverter.convertToJSON(carbResults)
- if let additionalCarbs = additionalCarbs {
- let additionalEntry = [
- "carbs": Double(additionalCarbs),
- "actualDate": ISO8601DateFormatter().string(from: Date()),
- "id": UUID().uuidString,
- "note": NSNull(),
- "protein": 0,
- "created_at": ISO8601DateFormatter().string(from: Date()),
- "isFPU": false,
- "fat": 0,
- "enteredBy": "Trio"
- ] as [String: Any]
- // Assuming jsonArray is a String, convert it to a list of dictionaries first
- if let jsonData = jsonArray.data(using: .utf8) {
- var jsonList = try? JSONSerialization.jsonObject(with: jsonData, options: []) as? [[String: Any]]
- jsonList?.append(additionalEntry)
- // Convert back to JSON string
- if let updatedJsonData = try? JSONSerialization
- .data(withJSONObject: jsonList ?? [], options: .prettyPrinted)
- {
- jsonArray = String(data: updatedJsonData, encoding: .utf8) ?? jsonArray
- }
- }
- }
- return jsonArray
- }
- return json
- }
- private func fetchPumpHistoryObjectIDs() async -> [NSManagedObjectID]? {
- let results = await CoreDataStack.shared.fetchEntitiesAsync(
- ofType: PumpEventStored.self,
- onContext: context,
- predicate: NSPredicate.pumpHistoryLast1440Minutes,
- key: "timestamp",
- ascending: false,
- batchSize: 50
- )
- guard let pumpEventResults = results as? [PumpEventStored] else {
- return nil
- }
- return await context.perform {
- return pumpEventResults.map(\.objectID)
- }
- }
- private func parsePumpHistory(_ pumpHistoryObjectIDs: [NSManagedObjectID], iob: Decimal? = nil) async -> String {
- // Return an empty JSON object if the list of object IDs is empty
- guard !pumpHistoryObjectIDs.isEmpty else { return "{}" }
- // Execute all operations on the background context
- return await context.perform {
- // Load and map pump events to DTOs
- var dtos = self.loadAndMapPumpEvents(pumpHistoryObjectIDs)
- // Optionally add the IOB as a DTO
- if let iob = iob {
- let iobDTO = self.createIOBDTO(iob: iob)
- dtos.insert(iobDTO, at: 0)
- }
- // Convert the DTOs to JSON
- return self.jsonConverter.convertToJSON(dtos)
- }
- }
- private func loadAndMapPumpEvents(_ pumpHistoryObjectIDs: [NSManagedObjectID]) -> [PumpEventDTO] {
- // Load the pump events from the object IDs
- let pumpHistory: [PumpEventStored] = pumpHistoryObjectIDs
- .compactMap { self.context.object(with: $0) as? PumpEventStored }
- // Create the DTOs
- let dtos: [PumpEventDTO] = pumpHistory.flatMap { event -> [PumpEventDTO] in
- var eventDTOs: [PumpEventDTO] = []
- if let bolusDTO = event.toBolusDTOEnum() {
- eventDTOs.append(bolusDTO)
- }
- if let tempBasalDurationDTO = event.toTempBasalDurationDTOEnum() {
- eventDTOs.append(tempBasalDurationDTO)
- }
- if let tempBasalDTO = event.toTempBasalDTOEnum() {
- eventDTOs.append(tempBasalDTO)
- }
- return eventDTOs
- }
- return dtos
- }
- private func createIOBDTO(iob: Decimal) -> PumpEventDTO {
- let oneSecondAgo = Calendar.current
- .date(
- byAdding: .second,
- value: -1,
- to: Date()
- )! // adding -1s to the current Date ensures that oref actually uses the mock entry to calculate iob and not guard it away
- let dateFormatted = PumpEventStored.dateFormatter.string(from: oneSecondAgo)
- let bolusDTO = BolusDTO(
- id: UUID().uuidString,
- timestamp: dateFormatted,
- amount: Double(iob),
- isExternal: false,
- isSMB: true,
- duration: 0,
- _type: "Bolus"
- )
- return .bolus(bolusDTO)
- }
- func determineBasal(
- currentTemp: TempBasal,
- clock: Date = Date(),
- carbs: Decimal? = nil,
- iob: Decimal? = nil,
- simulation: Bool = false
- ) async throws -> Determination? {
- debug(.openAPS, "Start determineBasal")
- // temp_basal
- let tempBasal = currentTemp.rawJSON
- // Perform asynchronous calls in parallel
- async let pumpHistoryObjectIDs = fetchPumpHistoryObjectIDs() ?? []
- async let carbs = fetchAndProcessCarbs(additionalCarbs: carbs ?? 0)
- async let glucose = fetchAndProcessGlucose()
- async let oref2 = oref2()
- async let profileAsync = loadFileFromStorageAsync(name: Settings.profile)
- async let basalAsync = loadFileFromStorageAsync(name: Settings.basalProfile)
- async let autosenseAsync = loadFileFromStorageAsync(name: Settings.autosense)
- async let reservoirAsync = loadFileFromStorageAsync(name: Monitor.reservoir)
- async let preferencesAsync = loadFileFromStorageAsync(name: Settings.preferences)
- // Await the results of asynchronous tasks
- let (
- pumpHistoryJSON,
- carbsAsJSON,
- glucoseAsJSON,
- oref2_variables,
- profile,
- basalProfile,
- autosens,
- reservoir,
- preferences
- ) = await (
- parsePumpHistory(await pumpHistoryObjectIDs, iob: iob),
- carbs,
- glucose,
- oref2,
- profileAsync,
- basalAsync,
- autosenseAsync,
- reservoirAsync,
- preferencesAsync
- )
- // Meal calculation
- let meal = try await self.meal(
- pumphistory: pumpHistoryJSON,
- profile: profile,
- basalProfile: basalProfile,
- clock: clock,
- carbs: carbsAsJSON,
- glucose: glucoseAsJSON
- )
- // IOB calculation
- let iob = try await self.iob(
- pumphistory: pumpHistoryJSON,
- profile: profile,
- clock: clock,
- autosens: autosens.isEmpty ? .null : autosens
- )
- // TODO: refactor this to core data
- if !simulation {
- storage.save(iob, as: Monitor.iob)
- }
- // Determine basal
- let orefDetermination = try await determineBasal(
- glucose: glucoseAsJSON,
- currentTemp: tempBasal,
- iob: iob,
- profile: profile,
- autosens: autosens.isEmpty ? .null : autosens,
- meal: meal,
- microBolusAllowed: true,
- reservoir: reservoir,
- pumpHistory: pumpHistoryJSON,
- preferences: preferences,
- basalProfile: basalProfile,
- oref2_variables: oref2_variables
- )
- debug(.openAPS, "Determinated: \(orefDetermination)")
- if var determination = Determination(from: orefDetermination), let deliverAt = determination.deliverAt {
- // set both timestamp and deliverAt to the SAME date; this will be updated for timestamp once it is enacted
- // AAPS does it the same way! we'll follow their example!
- determination.timestamp = deliverAt
- if !simulation {
- // save to core data asynchronously
- await processDetermination(determination)
- }
- return determination
- } else {
- return nil
- }
- }
- func oref2() async -> RawJSON {
- await context.perform {
- let preferences = self.storage.retrieve(OpenAPS.Settings.preferences, as: Preferences.self)
- var hbt_ = preferences?.halfBasalExerciseTarget ?? 160
- let wp = preferences?.weightPercentage ?? 1
- let smbMinutes = (preferences?.maxSMBBasalMinutes ?? 30) as NSDecimalNumber
- let uamMinutes = (preferences?.maxUAMSMBBasalMinutes ?? 30) as NSDecimalNumber
- let tenDaysAgo = Date().addingTimeInterval(-10.days.timeInterval)
- let twoHoursAgo = Date().addingTimeInterval(-2.hours.timeInterval)
- var uniqueEvents = [[String: Any]]()
- let requestTDD = OrefDetermination.fetchRequest() as NSFetchRequest<NSFetchRequestResult>
- requestTDD.predicate = NSPredicate(format: "timestamp > %@ AND totalDailyDose > 0", tenDaysAgo as NSDate)
- requestTDD.propertiesToFetch = ["timestamp", "totalDailyDose"]
- let sortTDD = NSSortDescriptor(key: "timestamp", ascending: true)
- requestTDD.sortDescriptors = [sortTDD]
- requestTDD.resultType = .dictionaryResultType
- do {
- if let fetchedResults = try self.context.fetch(requestTDD) as? [[String: Any]] {
- uniqueEvents = fetchedResults
- }
- } catch {
- debugPrint("\(DebuggingIdentifiers.failed) \(#file) \(#function) Failed to fetch TDD Data")
- }
- var sliderArray = [TempTargetsSlider]()
- let requestIsEnbled = TempTargetsSlider.fetchRequest() as NSFetchRequest<TempTargetsSlider>
- let sortIsEnabled = NSSortDescriptor(key: "date", ascending: false)
- requestIsEnbled.sortDescriptors = [sortIsEnabled]
- // requestIsEnbled.fetchLimit = 1
- try? sliderArray = self.context.fetch(requestIsEnbled)
- /// Get the last active Override as only this information is apparently used in oref2
- var overrideArray = [OverrideStored]()
- let requestOverrides = OverrideStored.fetchRequest() as NSFetchRequest<OverrideStored>
- let sortOverride = NSSortDescriptor(key: "date", ascending: false)
- requestOverrides.sortDescriptors = [sortOverride]
- requestOverrides.predicate = NSPredicate.lastActiveOverride
- requestOverrides.fetchLimit = 1
- try? overrideArray = self.context.fetch(requestOverrides)
- var tempTargetsArray = [TempTargets]()
- let requestTempTargets = TempTargets.fetchRequest() as NSFetchRequest<TempTargets>
- let sortTT = NSSortDescriptor(key: "date", ascending: false)
- requestTempTargets.sortDescriptors = [sortTT]
- requestTempTargets.fetchLimit = 1
- try? tempTargetsArray = self.context.fetch(requestTempTargets)
- let total = uniqueEvents.compactMap({ ($0["totalDailyDose"] as? NSDecimalNumber)?.decimalValue ?? 0 }).reduce(0, +)
- var indeces = uniqueEvents.count
- // Only fetch once. Use same (previous) fetch
- let twoHoursArray = uniqueEvents.filter({ ($0["timestamp"] as? Date ?? Date()) >= twoHoursAgo })
- var nrOfIndeces = twoHoursArray.count
- let totalAmount = twoHoursArray.compactMap({ ($0["totalDailyDose"] as? NSDecimalNumber)?.decimalValue ?? 0 })
- .reduce(0, +)
- var temptargetActive = tempTargetsArray.first?.active ?? false
- let isPercentageEnabled = sliderArray.first?.enabled ?? false
- var useOverride = overrideArray.first?.enabled ?? false
- var overridePercentage = Decimal(overrideArray.first?.percentage ?? 100)
- var unlimited = overrideArray.first?.indefinite ?? true
- var disableSMBs = overrideArray.first?.smbIsOff ?? false
- let currentTDD = (uniqueEvents.last?["totalDailyDose"] as? NSDecimalNumber)?.decimalValue ?? 0
- if indeces == 0 {
- indeces = 1
- }
- if nrOfIndeces == 0 {
- nrOfIndeces = 1
- }
- let average2hours = totalAmount / Decimal(nrOfIndeces)
- let average14 = total / Decimal(indeces)
- let weight = wp
- let weighted_average = weight * average2hours + (1 - weight) * average14
- var duration: Decimal = 0
- var overrideTarget: Decimal = 0
- if useOverride {
- duration = (overrideArray.first?.duration ?? 0) as Decimal
- overrideTarget = (overrideArray.first?.target ?? 0) as Decimal
- let advancedSettings = overrideArray.first?.advancedSettings ?? false
- let addedMinutes = Int(duration)
- let date = overrideArray.first?.date ?? Date()
- if date.addingTimeInterval(addedMinutes.minutes.timeInterval) < Date(),
- !unlimited
- {
- useOverride = false
- let saveToCoreData = OverrideStored(context: self.context)
- saveToCoreData.enabled = false
- saveToCoreData.date = Date()
- saveToCoreData.duration = 0
- saveToCoreData.indefinite = false
- saveToCoreData.percentage = 100
- do {
- guard self.context.hasChanges else { return "{}" }
- try self.context.save()
- } catch {
- print(error.localizedDescription)
- }
- }
- }
- if !useOverride {
- unlimited = true
- overridePercentage = 100
- duration = 0
- overrideTarget = 0
- disableSMBs = false
- }
- if temptargetActive {
- var duration_ = 0
- var hbt = Double(hbt_)
- var dd = 0.0
- if temptargetActive {
- duration_ = Int(truncating: tempTargetsArray.first?.duration ?? 0)
- hbt = tempTargetsArray.first?.hbt ?? Double(hbt_)
- let startDate = tempTargetsArray.first?.startDate ?? Date()
- let durationPlusStart = startDate.addingTimeInterval(duration_.minutes.timeInterval)
- dd = durationPlusStart.timeIntervalSinceNow.minutes
- if dd > 0.1 {
- hbt_ = Decimal(hbt)
- temptargetActive = true
- } else {
- temptargetActive = false
- }
- }
- }
- if currentTDD > 0 {
- let averages = Oref2_variables(
- average_total_data: average14,
- weightedAverage: weighted_average,
- past2hoursAverage: average2hours,
- date: Date(),
- isEnabled: temptargetActive,
- presetActive: isPercentageEnabled,
- overridePercentage: overridePercentage,
- useOverride: useOverride,
- duration: duration,
- unlimited: unlimited,
- hbt: hbt_,
- overrideTarget: overrideTarget,
- smbIsOff: disableSMBs,
- advancedSettings: overrideArray.first?.advancedSettings ?? false,
- isfAndCr: overrideArray.first?.isfAndCr ?? false,
- isf: overrideArray.first?.isf ?? false,
- cr: overrideArray.first?.cr ?? false,
- smbMinutes: (overrideArray.first?.smbMinutes ?? smbMinutes) as Decimal,
- uamMinutes: (overrideArray.first?.uamMinutes ?? uamMinutes) as Decimal
- )
- self.storage.save(averages, as: OpenAPS.Monitor.oref2_variables)
- return self.loadFileFromStorage(name: Monitor.oref2_variables)
- } else {
- let averages = Oref2_variables(
- average_total_data: 0,
- weightedAverage: 1,
- past2hoursAverage: 0,
- date: Date(),
- isEnabled: temptargetActive,
- presetActive: isPercentageEnabled,
- overridePercentage: overridePercentage,
- useOverride: useOverride,
- duration: duration,
- unlimited: unlimited,
- hbt: hbt_,
- overrideTarget: overrideTarget,
- smbIsOff: disableSMBs,
- advancedSettings: overrideArray.first?.advancedSettings ?? false,
- isfAndCr: overrideArray.first?.isfAndCr ?? false,
- isf: overrideArray.first?.isf ?? false,
- cr: overrideArray.first?.cr ?? false,
- smbMinutes: (overrideArray.first?.smbMinutes ?? smbMinutes) as Decimal,
- uamMinutes: (overrideArray.first?.uamMinutes ?? uamMinutes) as Decimal
- )
- self.storage.save(averages, as: OpenAPS.Monitor.oref2_variables)
- return self.loadFileFromStorage(name: Monitor.oref2_variables)
- }
- }
- }
- func autosense() async throws -> Autosens? {
- debug(.openAPS, "Start autosens")
- // Perform asynchronous calls in parallel
- async let pumpHistoryObjectIDs = fetchPumpHistoryObjectIDs() ?? []
- async let carbs = fetchAndProcessCarbs()
- async let glucose = fetchAndProcessGlucose()
- async let getProfile = loadFileFromStorageAsync(name: Settings.profile)
- async let getBasalProfile = loadFileFromStorageAsync(name: Settings.basalProfile)
- async let getTempTargets = loadFileFromStorageAsync(name: Settings.tempTargets)
- // Await the results of asynchronous tasks
- let (pumpHistoryJSON, carbsAsJSON, glucoseAsJSON, profile, basalProfile, tempTargets) = await (
- parsePumpHistory(await pumpHistoryObjectIDs),
- carbs,
- glucose,
- getProfile,
- getBasalProfile,
- getTempTargets
- )
- // Autosense
- let autosenseResult = try await autosense(
- glucose: glucoseAsJSON,
- pumpHistory: pumpHistoryJSON,
- basalprofile: basalProfile,
- profile: profile,
- carbs: carbsAsJSON,
- temptargets: tempTargets
- )
- debug(.openAPS, "AUTOSENS: \(autosenseResult)")
- if var autosens = Autosens(from: autosenseResult) {
- autosens.timestamp = Date()
- await storage.saveAsync(autosens, as: Settings.autosense)
- return autosens
- } else {
- return nil
- }
- }
- func autotune(categorizeUamAsBasal: Bool = false, tuneInsulinCurve: Bool = false) async -> Autotune? {
- debug(.openAPS, "Start autotune")
- // Perform asynchronous calls in parallel
- async let pumpHistoryObjectIDs = fetchPumpHistoryObjectIDs() ?? []
- async let carbs = fetchAndProcessCarbs()
- async let glucose = fetchAndProcessGlucose()
- async let getProfile = loadFileFromStorageAsync(name: Settings.profile)
- async let getPumpProfile = loadFileFromStorageAsync(name: Settings.pumpProfile)
- async let getPreviousAutotune = storage.retrieveAsync(Settings.autotune, as: RawJSON.self)
- // Await the results of asynchronous tasks
- let (pumpHistoryJSON, carbsAsJSON, glucoseAsJSON, profile, pumpProfile, previousAutotune) = await (
- parsePumpHistory(await pumpHistoryObjectIDs),
- carbs,
- glucose,
- getProfile,
- getPumpProfile,
- getPreviousAutotune
- )
- // Error need to be handled here because the function is not declared as throws
- do {
- // Autotune Prepare
- let autotunePreppedGlucose = try await autotunePrepare(
- pumphistory: pumpHistoryJSON,
- profile: profile,
- glucose: glucoseAsJSON,
- pumpprofile: pumpProfile,
- carbs: carbsAsJSON,
- categorizeUamAsBasal: categorizeUamAsBasal,
- tuneInsulinCurve: tuneInsulinCurve
- )
- debug(.openAPS, "AUTOTUNE PREP: \(autotunePreppedGlucose)")
- // Autotune Run
- let autotuneResult = try await autotuneRun(
- autotunePreparedData: autotunePreppedGlucose,
- previousAutotuneResult: previousAutotune ?? profile,
- pumpProfile: pumpProfile
- )
- debug(.openAPS, "AUTOTUNE RESULT: \(autotuneResult)")
- if let autotune = Autotune(from: autotuneResult) {
- storage.save(autotuneResult, as: Settings.autotune)
- return autotune
- } else {
- return nil
- }
- } catch {
- debug(.openAPS, "\(DebuggingIdentifiers.failed) \(#file) \(#function) Failed to prepare/run Autotune")
- return nil
- }
- }
- func makeProfiles(useAutotune _: Bool) async -> Autotune? {
- debug(.openAPS, "Start makeProfiles")
- async let getPreferences = loadFileFromStorageAsync(name: Settings.preferences)
- async let getPumpSettings = loadFileFromStorageAsync(name: Settings.settings)
- async let getBGTargets = loadFileFromStorageAsync(name: Settings.bgTargets)
- async let getBasalProfile = loadFileFromStorageAsync(name: Settings.basalProfile)
- async let getISF = loadFileFromStorageAsync(name: Settings.insulinSensitivities)
- async let getCR = loadFileFromStorageAsync(name: Settings.carbRatios)
- async let getTempTargets = loadFileFromStorageAsync(name: Settings.tempTargets)
- async let getModel = loadFileFromStorageAsync(name: Settings.model)
- async let getAutotune = loadFileFromStorageAsync(name: Settings.autotune)
- async let getFreeAPS = loadFileFromStorageAsync(name: FreeAPS.settings)
- let (preferences, pumpSettings, bgTargets, basalProfile, isf, cr, tempTargets, model, autotune, freeaps) = await (
- getPreferences,
- getPumpSettings,
- getBGTargets,
- getBasalProfile,
- getISF,
- getCR,
- getTempTargets,
- getModel,
- getAutotune,
- getFreeAPS
- )
- var adjustedPreferences = preferences
- if adjustedPreferences.isEmpty {
- adjustedPreferences = Preferences().rawJSON
- }
- do {
- // Pump Profile
- let pumpProfile = try await makeProfile(
- preferences: adjustedPreferences,
- pumpSettings: pumpSettings,
- bgTargets: bgTargets,
- basalProfile: basalProfile,
- isf: isf,
- carbRatio: cr,
- tempTargets: tempTargets,
- model: model,
- autotune: RawJSON.null,
- freeaps: freeaps
- )
- // Profile
- let profile = try await makeProfile(
- preferences: adjustedPreferences,
- pumpSettings: pumpSettings,
- bgTargets: bgTargets,
- basalProfile: basalProfile,
- isf: isf,
- carbRatio: cr,
- tempTargets: tempTargets,
- model: model,
- autotune: autotune.isEmpty ? .null : autotune,
- freeaps: freeaps
- )
- await storage.saveAsync(pumpProfile, as: Settings.pumpProfile)
- await storage.saveAsync(profile, as: Settings.profile)
- if let tunedProfile = Autotune(from: profile) {
- return tunedProfile
- } else {
- return nil
- }
- } catch {
- debug(
- .apsManager,
- "\(DebuggingIdentifiers.failed) \(#file) \(#function) Failed to execute makeProfiles() to return Autoune results"
- )
- return nil
- }
- }
- // MARK: - Private
- private func iob(pumphistory: JSON, profile: JSON, clock: JSON, autosens: JSON) async throws -> RawJSON {
- await withCheckedContinuation { continuation in
- jsWorker.inCommonContext { worker in
- worker.evaluateBatch(scripts: [
- Script(name: Prepare.log),
- Script(name: Bundle.iob),
- Script(name: Prepare.iob)
- ])
- let result = worker.call(function: Function.generate, with: [
- pumphistory,
- profile,
- clock,
- autosens
- ])
- continuation.resume(returning: result)
- }
- }
- }
- private func meal(
- pumphistory: JSON,
- profile: JSON,
- basalProfile: JSON,
- clock: JSON,
- carbs: JSON,
- glucose: JSON
- ) async throws -> RawJSON {
- try await withCheckedThrowingContinuation { continuation in
- jsWorker.inCommonContext { worker in
- worker.evaluateBatch(scripts: [
- Script(name: Prepare.log),
- Script(name: Bundle.meal),
- Script(name: Prepare.meal)
- ])
- let result = worker.call(function: Function.generate, with: [
- pumphistory,
- profile,
- clock,
- glucose,
- basalProfile,
- carbs
- ])
- continuation.resume(returning: result)
- }
- }
- }
- private func autosense(
- glucose: JSON,
- pumpHistory: JSON,
- basalprofile: JSON,
- profile: JSON,
- carbs: JSON,
- temptargets: JSON
- ) async throws -> RawJSON {
- try await withCheckedThrowingContinuation { continuation in
- jsWorker.inCommonContext { worker in
- worker.evaluateBatch(scripts: [
- Script(name: Prepare.log),
- Script(name: Bundle.autosens),
- Script(name: Prepare.autosens)
- ])
- let result = worker.call(function: Function.generate, with: [
- glucose,
- pumpHistory,
- basalprofile,
- profile,
- carbs,
- temptargets
- ])
- continuation.resume(returning: result)
- }
- }
- }
- private func autotunePrepare(
- pumphistory: JSON,
- profile: JSON,
- glucose: JSON,
- pumpprofile: JSON,
- carbs: JSON,
- categorizeUamAsBasal: Bool,
- tuneInsulinCurve: Bool
- ) async throws -> RawJSON {
- try await withCheckedThrowingContinuation { continuation in
- jsWorker.inCommonContext { worker in
- worker.evaluateBatch(scripts: [
- Script(name: Prepare.log),
- Script(name: Bundle.autotunePrep),
- Script(name: Prepare.autotunePrep)
- ])
- let result = worker.call(function: Function.generate, with: [
- pumphistory,
- profile,
- glucose,
- pumpprofile,
- carbs,
- categorizeUamAsBasal,
- tuneInsulinCurve
- ])
- continuation.resume(returning: result)
- }
- }
- }
- private func autotuneRun(
- autotunePreparedData: JSON,
- previousAutotuneResult: JSON,
- pumpProfile: JSON
- ) async throws -> RawJSON {
- try await withCheckedThrowingContinuation { continuation in
- jsWorker.inCommonContext { worker in
- worker.evaluateBatch(scripts: [
- Script(name: Prepare.log),
- Script(name: Bundle.autotuneCore),
- Script(name: Prepare.autotuneCore)
- ])
- let result = worker.call(function: Function.generate, with: [
- autotunePreparedData,
- previousAutotuneResult,
- pumpProfile
- ])
- continuation.resume(returning: result)
- }
- }
- }
- private func determineBasal(
- glucose: JSON,
- currentTemp: JSON,
- iob: JSON,
- profile: JSON,
- autosens: JSON,
- meal: JSON,
- microBolusAllowed: Bool,
- reservoir: JSON,
- pumpHistory: JSON,
- preferences: JSON,
- basalProfile: JSON,
- oref2_variables: JSON
- ) async throws -> RawJSON {
- try await withCheckedThrowingContinuation { continuation in
- jsWorker.inCommonContext { worker in
- worker.evaluateBatch(scripts: [
- Script(name: Prepare.log),
- Script(name: Prepare.determineBasal),
- Script(name: Bundle.basalSetTemp),
- Script(name: Bundle.getLastGlucose),
- Script(name: Bundle.determineBasal)
- ])
- if let middleware = self.middlewareScript(name: OpenAPS.Middleware.determineBasal) {
- worker.evaluate(script: middleware)
- }
- let result = worker.call(function: Function.generate, with: [
- iob,
- currentTemp,
- glucose,
- profile,
- autosens,
- meal,
- microBolusAllowed,
- reservoir,
- Date(),
- pumpHistory,
- preferences,
- basalProfile,
- oref2_variables
- ])
- continuation.resume(returning: result)
- }
- }
- }
- private func exportDefaultPreferences() -> RawJSON {
- dispatchPrecondition(condition: .onQueue(processQueue))
- return jsWorker.inCommonContext { worker in
- worker.evaluateBatch(scripts: [
- Script(name: Prepare.log),
- Script(name: Bundle.profile),
- Script(name: Prepare.profile)
- ])
- return worker.call(function: Function.exportDefaults, with: [])
- }
- }
- private func makeProfile(
- preferences: JSON,
- pumpSettings: JSON,
- bgTargets: JSON,
- basalProfile: JSON,
- isf: JSON,
- carbRatio: JSON,
- tempTargets: JSON,
- model: JSON,
- autotune: JSON,
- freeaps: JSON
- ) async throws -> RawJSON {
- try await withCheckedThrowingContinuation { continuation in
- jsWorker.inCommonContext { worker in
- worker.evaluateBatch(scripts: [
- Script(name: Prepare.log),
- Script(name: Bundle.profile),
- Script(name: Prepare.profile)
- ])
- let result = worker.call(function: Function.generate, with: [
- pumpSettings,
- bgTargets,
- isf,
- basalProfile,
- preferences,
- carbRatio,
- tempTargets,
- model,
- autotune,
- freeaps
- ])
- continuation.resume(returning: result)
- }
- }
- }
- private func loadJSON(name: String) -> String {
- try! String(contentsOf: Foundation.Bundle.main.url(forResource: "json/\(name)", withExtension: "json")!)
- }
- private func loadFileFromStorage(name: String) -> RawJSON {
- storage.retrieveRaw(name) ?? OpenAPS.defaults(for: name)
- }
- private func loadFileFromStorageAsync(name: String) async -> RawJSON {
- await withCheckedContinuation { continuation in
- DispatchQueue.global(qos: .userInitiated).async {
- let result = self.storage.retrieveRaw(name) ?? OpenAPS.defaults(for: name)
- continuation.resume(returning: result)
- }
- }
- }
- private func middlewareScript(name: String) -> Script? {
- if let body = storage.retrieveRaw(name) {
- return Script(name: "Middleware", body: body)
- }
- if let url = Foundation.Bundle.main.url(forResource: "javascript/\(name)", withExtension: "") {
- return Script(name: "Middleware", body: try! String(contentsOf: url))
- }
- return nil
- }
- static func defaults(for file: String) -> RawJSON {
- let prefix = file.hasSuffix(".json") ? "json/defaults" : "javascript"
- guard let url = Foundation.Bundle.main.url(forResource: "\(prefix)/\(file)", withExtension: "") else {
- return ""
- }
- return (try? String(contentsOf: url)) ?? ""
- }
- func processAndSave(forecastData: [String: [Int]]) {
- let currentDate = Date()
- context.perform {
- for (type, values) in forecastData {
- self.createForecast(type: type, values: values, date: currentDate, context: self.context)
- }
- do {
- guard self.context.hasChanges else { return }
- try self.context.save()
- } catch {
- print(error.localizedDescription)
- }
- }
- }
- func createForecast(type: String, values: [Int], date: Date, context: NSManagedObjectContext) {
- let forecast = Forecast(context: context)
- forecast.id = UUID()
- forecast.date = date
- forecast.type = type
- for (index, value) in values.enumerated() {
- let forecastValue = ForecastValue(context: context)
- forecastValue.value = Int32(value)
- forecastValue.index = Int32(index)
- forecastValue.forecast = forecast
- }
- }
- }
|